Boosting the Accuracy of Commercial Real Estate Appraisals: An Interpretable Machine Learning Approach

Interpretable machine learning for real estate market analysis

(2022) Felix Lorenz et al.   REAL ESTATE ECONOMICS

Accounting for Spatial Autocorrelation in Algorithm-Driven Hedonic Models: A Spatial Cross-Validation Approach

(2022) Juergen Deppner et al.   JOURNAL OF REAL ESTATE FINANCE AND ECONOMICS

Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain

(2021) Juan Ramón Rico-Juan et al.   EXPERT SYSTEMS WITH APPLICATIONS

Boosted Tree Ensembles for Artificial Intelligence Based Automated Valuation Models (AI-AVM)

(2021) Tien Foo Sing et al.   JOURNAL OF REAL ESTATE FINANCE AND ECONOMICS

Using Machine Learning Models and Actual Transaction Data for Predicting Real Estate Prices

(2020) Ping-Feng Pai et al.   Applied Sciences-Basel

Hedonic modeling of commercial property values: distance decay from the links and nodes of rail and highway infrastructure

(2018) Kihwan Seo et al.   TRANSPORTATION

Identifying Real Estate Opportunities Using Machine Learning

(2018) Alejandro Baldominos et al.   Applied Sciences-Basel

Mass appraisal of residential apartments: An application of Random forest for valuation and a CART-based approach for model diagnostics

(2011) Evgeny A. Antipov et al.   EXPERT SYSTEMS WITH APPLICATIONS

The mass appraisal of the real estate by computational intelligence

(2009) Vilius Kontrimas et al.   APPLIED SOFT COMPUTING